OpenML
Supervised Classification on PhishingWebsites

Supervised Classification on PhishingWebsites

Task 14952 Supervised Classification PhishingWebsites 19725 runs submitted
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  • OpenML-CC18 study_107 study_98 study_99
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19725 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9687, kappa: 0.9365, kb_relative_information_score: 0.8245, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9687, number_of_instances: 11055, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9906, relative_absolute_error: 0.2045, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.3427, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9512, kappa: 0.9009, kb_relative_information_score: 0.7727, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9512, number_of_instances: 11055, precision: 0.9514, predictive_accuracy: 0.9512, prior_entropy: 0.9906, relative_absolute_error: 0.2582, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.205, root_relative_squared_error: 0.4126, unweighted_recall: 0.9493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9618, kappa: 0.9225, kb_relative_information_score: 0.8388, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9618, number_of_instances: 11055, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 0.9906, relative_absolute_error: 0.1829, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.3564, unweighted_recall: 0.9604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9224, kappa: 0.8425, kb_relative_information_score: 0.5396, mean_absolute_error: 0.2581, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9225, number_of_instances: 11055, precision: 0.9225, predictive_accuracy: 0.9225, prior_entropy: 0.9906, relative_absolute_error: 0.5231, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.5921, unweighted_recall: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.973, kappa: 0.9453, kb_relative_information_score: 0.9232, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.4935, weighted_recall: 0.973, number_of_instances: 11055, precision: 0.9731, predictive_accuracy: 0.973, prior_entropy: 0.9906, relative_absolute_error: 0.0821, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1406, root_relative_squared_error: 0.2829, unweighted_recall: 0.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9697, kappa: 0.9385, kb_relative_information_score: 0.887, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9697, number_of_instances: 11055, precision: 0.9698, predictive_accuracy: 0.9697, prior_entropy: 0.9906, relative_absolute_error: 0.1259, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.3056, unweighted_recall: 0.9684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9725, kappa: 0.9442, kb_relative_information_score: 0.9207, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9725, number_of_instances: 11055, precision: 0.9725, predictive_accuracy: 0.9725, prior_entropy: 0.9906, relative_absolute_error: 0.0849, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.2846, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9726, kappa: 0.9444, kb_relative_information_score: 0.9103, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9726, number_of_instances: 11055, precision: 0.9726, predictive_accuracy: 0.9726, prior_entropy: 0.9906, relative_absolute_error: 0.0971, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.2991, unweighted_recall: 0.9718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9692, kappa: 0.9376, kb_relative_information_score: 0.89, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9692, number_of_instances: 11055, precision: 0.9693, predictive_accuracy: 0.9692, prior_entropy: 0.9906, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1505, root_relative_squared_error: 0.3029, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9619, kappa: 0.9227, kb_relative_information_score: 0.8575, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9619, number_of_instances: 11055, precision: 0.9619, predictive_accuracy: 0.9619, prior_entropy: 0.9906, relative_absolute_error: 0.1578, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3444, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.969, kappa: 0.9372, kb_relative_information_score: 0.9011, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9691, number_of_instances: 11055, precision: 0.9691, predictive_accuracy: 0.9691, prior_entropy: 0.9906, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.3004, unweighted_recall: 0.9679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.971, kappa: 0.9413, kb_relative_information_score: 0.9085, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9711, number_of_instances: 11055, precision: 0.9711, predictive_accuracy: 0.9711, prior_entropy: 0.9906, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.2921, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.972, kappa: 0.9433, kb_relative_information_score: 0.9179, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.4935, weighted_recall: 0.972, number_of_instances: 11055, precision: 0.9721, predictive_accuracy: 0.972, prior_entropy: 0.9906, relative_absolute_error: 0.0889, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.2857, unweighted_recall: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9441, kappa: 0.8864, kb_relative_information_score: 0.4868, mean_absolute_error: 0.2873, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9443, number_of_instances: 11055, precision: 0.9454, predictive_accuracy: 0.9443, prior_entropy: 0.9906, relative_absolute_error: 0.5822, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.6229, unweighted_recall: 0.9403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9676, kappa: 0.9343, kb_relative_information_score: 0.8907, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9676, number_of_instances: 11055, precision: 0.9677, predictive_accuracy: 0.9676, prior_entropy: 0.9906, relative_absolute_error: 0.1204, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.3056, unweighted_recall: 0.9663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9607, kappa: 0.9204, kb_relative_information_score: 0.8667, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9607, number_of_instances: 11055, precision: 0.9607, predictive_accuracy: 0.9607, prior_entropy: 0.9906, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.3431, unweighted_recall: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9725, kappa: 0.9442, kb_relative_information_score: 0.9207, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9725, number_of_instances: 11055, precision: 0.9725, predictive_accuracy: 0.9725, prior_entropy: 0.9906, relative_absolute_error: 0.0849, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.2846, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.959, kappa: 0.9169, kb_relative_information_score: 0.8626, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.4935, weighted_recall: 0.959, number_of_instances: 11055, precision: 0.959, predictive_accuracy: 0.959, prior_entropy: 0.9906, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.351, unweighted_recall: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9731, kappa: 0.9455, kb_relative_information_score: 0.925, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9731, number_of_instances: 11055, precision: 0.9732, predictive_accuracy: 0.9731, prior_entropy: 0.9906, relative_absolute_error: 0.0801, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.2786, unweighted_recall: 0.9722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9648, kappa: 0.9286, kb_relative_information_score: 0.715, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9648, number_of_instances: 11055, precision: 0.9649, predictive_accuracy: 0.9648, prior_entropy: 0.9906, relative_absolute_error: 0.3334, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.435, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9619, kappa: 0.9227, kb_relative_information_score: 0.8712, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9619, number_of_instances: 11055, precision: 0.9619, predictive_accuracy: 0.9619, prior_entropy: 0.9906, relative_absolute_error: 0.1413, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.166, root_relative_squared_error: 0.3343, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9417, kappa: 0.8818, kb_relative_information_score: 0.7471, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9418, number_of_instances: 11055, precision: 0.942, predictive_accuracy: 0.9418, prior_entropy: 0.9906, relative_absolute_error: 0.2856, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.219, root_relative_squared_error: 0.4408, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9728, kappa: 0.9448, kb_relative_information_score: 0.8868, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9728, number_of_instances: 11055, precision: 0.9728, predictive_accuracy: 0.9728, prior_entropy: 0.9906, relative_absolute_error: 0.1291, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.2953, unweighted_recall: 0.9719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9671, kappa: 0.9332, kb_relative_information_score: 0.9306, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9671, number_of_instances: 11055, precision: 0.9671, predictive_accuracy: 0.9671, prior_entropy: 0.9906, relative_absolute_error: 0.0699, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1532, root_relative_squared_error: 0.3084, unweighted_recall: 0.9661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9732, kappa: 0.9457, kb_relative_information_score: 0.9222, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9732, number_of_instances: 11055, precision: 0.9732, predictive_accuracy: 0.9732, prior_entropy: 0.9906, relative_absolute_error: 0.0842, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.2769, unweighted_recall: 0.9725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9687, kappa: 0.9365, kb_relative_information_score: 0.9256, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9687, number_of_instances: 11055, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9906, relative_absolute_error: 0.0765, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.3009, unweighted_recall: 0.9676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9727, kappa: 0.9446, kb_relative_information_score: 0.9167, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9727, number_of_instances: 11055, precision: 0.9727, predictive_accuracy: 0.9727, prior_entropy: 0.9906, relative_absolute_error: 0.0908, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.2816, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9631, kappa: 0.9251, kb_relative_information_score: 0.8765, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9631, number_of_instances: 11055, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9906, relative_absolute_error: 0.1348, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.3328, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9492, kappa: 0.897, kb_relative_information_score: 0.8341, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9493, number_of_instances: 11055, precision: 0.9492, predictive_accuracy: 0.9493, prior_entropy: 0.9906, relative_absolute_error: 0.1789, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.3941, unweighted_recall: 0.9479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9636, kappa: 0.9262, kb_relative_information_score: 0.8606, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9636, number_of_instances: 11055, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 0.9906, relative_absolute_error: 0.1557, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.3348, unweighted_recall: 0.9626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9728, kappa: 0.9449, kb_relative_information_score: 0.9145, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9729, number_of_instances: 11055, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 0.9906, relative_absolute_error: 0.0931, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1423, root_relative_squared_error: 0.2865, unweighted_recall: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9729, kappa: 0.9452, kb_relative_information_score: 0.9238, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.4935, weighted_recall: 0.973, number_of_instances: 11055, precision: 0.973, predictive_accuracy: 0.973, prior_entropy: 0.9906, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.2763, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.941, kappa: 0.8802, kb_relative_information_score: 0.4562, mean_absolute_error: 0.3026, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9413, number_of_instances: 11055, precision: 0.9427, predictive_accuracy: 0.9413, prior_entropy: 0.9906, relative_absolute_error: 0.6131, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6484, unweighted_recall: 0.9369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9614, kappa: 0.9218, kb_relative_information_score: 0.8796, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9615, number_of_instances: 11055, precision: 0.9615, predictive_accuracy: 0.9615, prior_entropy: 0.9906, relative_absolute_error: 0.1306, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.3329, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9665, kappa: 0.9321, kb_relative_information_score: 0.8715, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9665, number_of_instances: 11055, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 0.9906, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.3182, unweighted_recall: 0.9653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9731, kappa: 0.9455, kb_relative_information_score: 0.9309, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9731, number_of_instances: 11055, precision: 0.9731, predictive_accuracy: 0.9731, prior_entropy: 0.9906, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.2746, unweighted_recall: 0.9725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9455, kappa: 0.8895, kb_relative_information_score: 0.72, mean_absolute_error: 0.1581, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9456, number_of_instances: 11055, precision: 0.9458, predictive_accuracy: 0.9456, prior_entropy: 0.9906, relative_absolute_error: 0.3205, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.4506, unweighted_recall: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9728, kappa: 0.9449, kb_relative_information_score: 0.9168, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9729, number_of_instances: 11055, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 0.9906, relative_absolute_error: 0.0903, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.141, root_relative_squared_error: 0.2838, unweighted_recall: 0.9719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.97, kappa: 0.9392, kb_relative_information_score: 0.8564, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9701, number_of_instances: 11055, precision: 0.9701, predictive_accuracy: 0.9701, prior_entropy: 0.9906, relative_absolute_error: 0.1654, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.319, unweighted_recall: 0.9689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9691, kappa: 0.9374, kb_relative_information_score: 0.9036, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9692, number_of_instances: 11055, precision: 0.9692, predictive_accuracy: 0.9692, prior_entropy: 0.9906, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1506, root_relative_squared_error: 0.3032, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9615, kappa: 0.922, kb_relative_information_score: 0.8581, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9616, number_of_instances: 11055, precision: 0.9615, predictive_accuracy: 0.9616, prior_entropy: 0.9906, relative_absolute_error: 0.1569, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3462, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.973, kappa: 0.9453, kb_relative_information_score: 0.9304, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.4935, weighted_recall: 0.973, number_of_instances: 11055, precision: 0.973, predictive_accuracy: 0.973, prior_entropy: 0.9906, relative_absolute_error: 0.0735, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.2753, unweighted_recall: 0.9724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9746, kappa: 0.9485, kb_relative_information_score: 0.9101, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9746, number_of_instances: 11055, precision: 0.9746, predictive_accuracy: 0.9746, prior_entropy: 0.9906, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1402, root_relative_squared_error: 0.2822, unweighted_recall: 0.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9623, kappa: 0.9236, kb_relative_information_score: 0.8817, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9624, number_of_instances: 11055, precision: 0.9624, predictive_accuracy: 0.9624, prior_entropy: 0.9906, relative_absolute_error: 0.1284, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.3277, unweighted_recall: 0.9612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9729, kappa: 0.945, kb_relative_information_score: 0.9286, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9729, number_of_instances: 11055, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 0.9906, relative_absolute_error: 0.0759, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.2751, unweighted_recall: 0.9722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9687, kappa: 0.9365, kb_relative_information_score: 0.8245, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9687, number_of_instances: 11055, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9906, relative_absolute_error: 0.2045, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.3427, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9651, kappa: 0.9293, kb_relative_information_score: 0.7929, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9652, number_of_instances: 11055, precision: 0.9652, predictive_accuracy: 0.9652, prior_entropy: 0.9906, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3739, unweighted_recall: 0.9639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9409, kappa: 0.88, kb_relative_information_score: 0.6898, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.4935, weighted_recall: 0.941, number_of_instances: 11055, precision: 0.9413, predictive_accuracy: 0.941, prior_entropy: 0.9906, relative_absolute_error: 0.3549, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.4746, unweighted_recall: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9724, kappa: 0.944, kb_relative_information_score: 0.9155, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9724, number_of_instances: 11055, precision: 0.9724, predictive_accuracy: 0.9724, prior_entropy: 0.9906, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.287, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.967, kappa: 0.9332, kb_relative_information_score: 0.9174, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9671, number_of_instances: 11055, precision: 0.9671, predictive_accuracy: 0.9671, prior_entropy: 0.9906, relative_absolute_error: 0.0859, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.3052, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9601, kappa: 0.9191, kb_relative_information_score: 0.8518, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9601, number_of_instances: 11055, precision: 0.9601, predictive_accuracy: 0.9601, prior_entropy: 0.9906, relative_absolute_error: 0.1636, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.176, root_relative_squared_error: 0.3544, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9432, kappa: 0.8847, kb_relative_information_score: 0.7613, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9433, number_of_instances: 11055, precision: 0.9434, predictive_accuracy: 0.9433, prior_entropy: 0.9906, relative_absolute_error: 0.2683, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.433, unweighted_recall: 0.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9499, kappa: 0.8984, kb_relative_information_score: 0.7859, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.4935, weighted_recall: 0.95, number_of_instances: 11055, precision: 0.95, predictive_accuracy: 0.95, prior_entropy: 0.9906, relative_absolute_error: 0.2402, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.4115, unweighted_recall: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.949, kappa: 0.8966, kb_relative_information_score: 0.7733, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9491, number_of_instances: 11055, precision: 0.9491, predictive_accuracy: 0.9491, prior_entropy: 0.9906, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.4181, unweighted_recall: 0.9472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9709, kappa: 0.9411, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.4935, weighted_recall: 0.971, number_of_instances: 11055, precision: 0.971, predictive_accuracy: 0.971, prior_entropy: 0.9906, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.2932, unweighted_recall: 0.9698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9702, kappa: 0.9396, kb_relative_information_score: 0.8676, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9702, number_of_instances: 11055, precision: 0.9703, predictive_accuracy: 0.9702, prior_entropy: 0.9906, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.156, root_relative_squared_error: 0.314, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9734, kappa: 0.9461, kb_relative_information_score: 0.9287, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9734, number_of_instances: 11055, precision: 0.9734, predictive_accuracy: 0.9734, prior_entropy: 0.9906, relative_absolute_error: 0.0757, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1372, root_relative_squared_error: 0.2763, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9748, kappa: 0.949, kb_relative_information_score: 0.9036, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9749, number_of_instances: 11055, precision: 0.9748, predictive_accuracy: 0.9749, prior_entropy: 0.9906, relative_absolute_error: 0.1077, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.291, unweighted_recall: 0.9743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9508, kappa: 0.9003, kb_relative_information_score: 0.788, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9509, number_of_instances: 11055, precision: 0.9509, predictive_accuracy: 0.9509, prior_entropy: 0.9906, relative_absolute_error: 0.2379, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.4095, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9586, kappa: 0.9161, kb_relative_information_score: 0.873, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9587, number_of_instances: 11055, precision: 0.9587, predictive_accuracy: 0.9587, prior_entropy: 0.9906, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3466, unweighted_recall: 0.9574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9622, kappa: 0.9233, kb_relative_information_score: 0.6384, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9623, number_of_instances: 11055, precision: 0.9625, predictive_accuracy: 0.9623, prior_entropy: 0.9906, relative_absolute_error: 0.4223, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2445, root_relative_squared_error: 0.4923, unweighted_recall: 0.9601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9602, kappa: 0.9193, kb_relative_information_score: 0.8759, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9602, number_of_instances: 11055, precision: 0.9602, predictive_accuracy: 0.9602, prior_entropy: 0.9906, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.338, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.944, kappa: 0.8865, kb_relative_information_score: 0.8356, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.4935, weighted_recall: 0.944, number_of_instances: 11055, precision: 0.944, predictive_accuracy: 0.944, prior_entropy: 0.9906, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4008, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9698, kappa: 0.9387, kb_relative_information_score: 0.8714, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9698, number_of_instances: 11055, precision: 0.9698, predictive_accuracy: 0.9698, prior_entropy: 0.9906, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.3103, unweighted_recall: 0.9686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9692, kappa: 0.9376, kb_relative_information_score: 0.8971, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9692, number_of_instances: 11055, precision: 0.9693, predictive_accuracy: 0.9692, prior_entropy: 0.9906, relative_absolute_error: 0.1127, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.3034, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9717, kappa: 0.9425, kb_relative_information_score: 0.9129, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9717, number_of_instances: 11055, precision: 0.9717, predictive_accuracy: 0.9717, prior_entropy: 0.9906, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.2875, unweighted_recall: 0.9706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9708, kappa: 0.9409, kb_relative_information_score: 0.8974, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9709, number_of_instances: 11055, precision: 0.9709, predictive_accuracy: 0.9709, prior_entropy: 0.9906, relative_absolute_error: 0.1137, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.2949, unweighted_recall: 0.9697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9653, kappa: 0.9297, kb_relative_information_score: 0.892, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9654, number_of_instances: 11055, precision: 0.9654, predictive_accuracy: 0.9654, prior_entropy: 0.9906, relative_absolute_error: 0.1169, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.3157, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9589, kappa: 0.9167, kb_relative_information_score: 0.8728, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9589, number_of_instances: 11055, precision: 0.9589, predictive_accuracy: 0.9589, prior_entropy: 0.9906, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.3414, unweighted_recall: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9645, kappa: 0.928, kb_relative_information_score: 0.7424, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9645, number_of_instances: 11055, precision: 0.9646, predictive_accuracy: 0.9645, prior_entropy: 0.9906, relative_absolute_error: 0.3017, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.4112, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.959, kappa: 0.9169, kb_relative_information_score: 0.8717, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.4935, weighted_recall: 0.959, number_of_instances: 11055, precision: 0.959, predictive_accuracy: 0.959, prior_entropy: 0.9906, relative_absolute_error: 0.1393, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.3413, unweighted_recall: 0.9581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9717, kappa: 0.9425, kb_relative_information_score: 0.9101, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9717, number_of_instances: 11055, precision: 0.9717, predictive_accuracy: 0.9717, prior_entropy: 0.9906, relative_absolute_error: 0.0976, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.2897, unweighted_recall: 0.9706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9721, kappa: 0.9435, kb_relative_information_score: 0.9175, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9721, number_of_instances: 11055, precision: 0.9722, predictive_accuracy: 0.9721, prior_entropy: 0.9906, relative_absolute_error: 0.0891, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.2863, unweighted_recall: 0.9711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.969, kappa: 0.9372, kb_relative_information_score: 0.8975, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9691, number_of_instances: 11055, precision: 0.9691, predictive_accuracy: 0.9691, prior_entropy: 0.9906, relative_absolute_error: 0.112, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.3033, unweighted_recall: 0.9679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9629, kappa: 0.9247, kb_relative_information_score: 0.8352, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9629, number_of_instances: 11055, precision: 0.9629, predictive_accuracy: 0.9629, prior_entropy: 0.9906, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.3555, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9554, kappa: 0.9096, kb_relative_information_score: 0.8649, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9554, number_of_instances: 11055, precision: 0.9554, predictive_accuracy: 0.9554, prior_entropy: 0.9906, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.3551, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9475, kappa: 0.8936, kb_relative_information_score: 0.8369, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9475, number_of_instances: 11055, precision: 0.9475, predictive_accuracy: 0.9475, prior_entropy: 0.9906, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.3953, unweighted_recall: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9676, kappa: 0.9343, kb_relative_information_score: 0.7753, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9676, number_of_instances: 11055, precision: 0.9677, predictive_accuracy: 0.9676, prior_entropy: 0.9906, relative_absolute_error: 0.2643, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.3798, unweighted_recall: 0.9664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9731, kappa: 0.9455, kb_relative_information_score: 0.9207, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9731, number_of_instances: 11055, precision: 0.9731, predictive_accuracy: 0.9731, prior_entropy: 0.9906, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.2803, unweighted_recall: 0.9723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9726, kappa: 0.9444, kb_relative_information_score: 0.9163, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9726, number_of_instances: 11055, precision: 0.9726, predictive_accuracy: 0.9726, prior_entropy: 0.9906, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.141, root_relative_squared_error: 0.2838, unweighted_recall: 0.9715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9708, kappa: 0.9407, kb_relative_information_score: 0.9175, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9708, number_of_instances: 11055, precision: 0.9708, predictive_accuracy: 0.9708, prior_entropy: 0.9906, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.2901, unweighted_recall: 0.9698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9512, kappa: 0.9009, kb_relative_information_score: 0.7727, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9512, number_of_instances: 11055, precision: 0.9514, predictive_accuracy: 0.9512, prior_entropy: 0.9906, relative_absolute_error: 0.2582, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.205, root_relative_squared_error: 0.4126, unweighted_recall: 0.9493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.969, kappa: 0.9372, kb_relative_information_score: 0.9011, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9691, number_of_instances: 11055, precision: 0.9691, predictive_accuracy: 0.9691, prior_entropy: 0.9906, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.3004, unweighted_recall: 0.9679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9476, kappa: 0.8937, kb_relative_information_score: 0.8067, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9476, number_of_instances: 11055, precision: 0.9476, predictive_accuracy: 0.9476, prior_entropy: 0.9906, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.4058, unweighted_recall: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9564, kappa: 0.9116, kb_relative_information_score: 0.8683, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9564, number_of_instances: 11055, precision: 0.9564, predictive_accuracy: 0.9564, prior_entropy: 0.9906, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.3526, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9733, kappa: 0.9459, kb_relative_information_score: 0.9339, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9733, number_of_instances: 11055, precision: 0.9733, predictive_accuracy: 0.9733, prior_entropy: 0.9906, relative_absolute_error: 0.0688, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.2768, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9698, kappa: 0.9387, kb_relative_information_score: 0.9179, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9698, number_of_instances: 11055, precision: 0.9698, predictive_accuracy: 0.9698, prior_entropy: 0.9906, relative_absolute_error: 0.087, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.146, root_relative_squared_error: 0.2939, unweighted_recall: 0.9687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9648, kappa: 0.9286, kb_relative_information_score: 0.8834, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9648, number_of_instances: 11055, precision: 0.9648, predictive_accuracy: 0.9648, prior_entropy: 0.9906, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.3204, unweighted_recall: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.973, kappa: 0.9453, kb_relative_information_score: 0.9237, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.4935, weighted_recall: 0.973, number_of_instances: 11055, precision: 0.9731, predictive_accuracy: 0.973, prior_entropy: 0.9906, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1372, root_relative_squared_error: 0.2762, unweighted_recall: 0.9722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9728, kappa: 0.9449, kb_relative_information_score: 0.9179, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9729, number_of_instances: 11055, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 0.9906, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.282, unweighted_recall: 0.9719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9669, kappa: 0.9328, kb_relative_information_score: 0.7199, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9669, number_of_instances: 11055, precision: 0.967, predictive_accuracy: 0.9669, prior_entropy: 0.9906, relative_absolute_error: 0.331, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4204, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9579, kappa: 0.9146, kb_relative_information_score: 0.8442, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9579, number_of_instances: 11055, precision: 0.958, predictive_accuracy: 0.9579, prior_entropy: 0.9906, relative_absolute_error: 0.1713, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.3659, unweighted_recall: 0.9566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9714, kappa: 0.942, kb_relative_information_score: 0.9029, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9714, number_of_instances: 11055, precision: 0.9715, predictive_accuracy: 0.9714, prior_entropy: 0.9906, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.2934, unweighted_recall: 0.9703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.973, kappa: 0.9453, kb_relative_information_score: 0.9232, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.4935, weighted_recall: 0.973, number_of_instances: 11055, precision: 0.9731, predictive_accuracy: 0.973, prior_entropy: 0.9906, relative_absolute_error: 0.0821, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1406, root_relative_squared_error: 0.2829, unweighted_recall: 0.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9635, kappa: 0.926, kb_relative_information_score: 0.884, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9635, number_of_instances: 11055, precision: 0.9636, predictive_accuracy: 0.9635, prior_entropy: 0.9906, relative_absolute_error: 0.126, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.3238, unweighted_recall: 0.9623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9718, kappa: 0.9429, kb_relative_information_score: 0.8962, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9719, number_of_instances: 11055, precision: 0.9719, predictive_accuracy: 0.9719, prior_entropy: 0.9906, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.2957, unweighted_recall: 0.9708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9693, kappa: 0.9378, kb_relative_information_score: 0.8896, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9693, number_of_instances: 11055, precision: 0.9694, predictive_accuracy: 0.9693, prior_entropy: 0.9906, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.3052, unweighted_recall: 0.9681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9575, kappa: 0.9137, kb_relative_information_score: 0.8721, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9575, number_of_instances: 11055, precision: 0.9575, predictive_accuracy: 0.9575, prior_entropy: 0.9906, relative_absolute_error: 0.1374, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.3473, unweighted_recall: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9504, kappa: 0.8995, kb_relative_information_score: 0.8508, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9504, number_of_instances: 11055, precision: 0.9504, predictive_accuracy: 0.9504, prior_entropy: 0.9906, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.3776, unweighted_recall: 0.9494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9467, kappa: 0.8919, kb_relative_information_score: 0.7252, mean_absolute_error: 0.1553, mean_prior_absolute_error: 0.4935, weighted_recall: 0.9468, number_of_instances: 11055, precision: 0.947, predictive_accuracy: 0.9468, prior_entropy: 0.9906, relative_absolute_error: 0.3147, root_mean_prior_squared_error: 0.4967, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.4458, unweighted_recall: 0.9445,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

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Download this task directly in your environment and automatically upload your results

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Use one of our APIs to download data from OpenML and upload your results

OpenML APIs